摘要
对径向基网络的功能进行了研究，并对该网络的神经计算功能与模糊逻辑运算进行了对比分析，得出了以下结论：径向基网络具有模糊逻辑运算的性质，从某种意义讲，径向基网络是一种神经元模糊系统．论文给出了径向基网络求解“蝴蝶”模糊聚类问题的示例，验了理论分析的结果．
The radial basis function network (RBFN) is studied and its neurocomputing performance is contrasted with fuzzy logic operation. It is concluded by theoretical analysis that the RBFN holds fuzzy operation nature, and the RBFN is a kind of neuro-fuzzy systems in a sense. To illustrate the analysed conclusion the fuzzy clustering problem of butterflies is examined with the RBFN. As it turns out that the examined results verify the theoretical conclusion.
出处
《北京工业大学学报》
CAS
CSCD
1999年第4期70-76,共7页
Journal of Beijing University of Technology
基金
国家自然科学基金!39670226
北京市自然科学基金!3972005
